Create Training Set

Train application_name system_name processors num_mpi num_omppn input frequency executable_name scenario frequency papi_tot_cyc papi_tot_ins papi_l1_tcm papi_l2_tcm papi_fml_ins papi_br_tkn papi_l2_ldm papi_l2_stm papi_fdv_ins papi_br_cn papi_tot_iis papi_ca_shr papi_ca_cln papi_ca_itv papi_br_ntk papi_br_msp papi_fp_ins papi_res_stl papi_l1_ldm papi_l1_stm papi_l2_tcw papi_l2_dca papi_l2_dcr papi_l2_dcw papi_l1_icm papi_br_ins papi_l1_dch papi_l1_dca papi_l1_dcm papi_l1_tca papi_l1_ica papi_fp_ops papi_l2_ica papi_tlb_dm papi_vec_ins papi_l2_dcm papi_l2_icm papi_l2_tch papi_l2_tca papi_ld_ins papi_sr_ins papi_tlb_im papi_hw_int papi_l3_tcm nruntime power_sys power_cpu power_mem num_mpi num_omppn scaling_factor
nekbone ANL BGQ Mira 65536 1024 64 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.2913822530622001 0.0 0.0 0.0107790539155978 0.01937020110138 0.0 0.0 0.0001050015445452 0.0273411867785872 0.3365454253712995 0.0 0.0 0.0 -0.0014777350529501 0.0044454950392863 0.0528545285697665 0.5640299629601759 0.0044962336263761 0.0101737967943142 0.0 0.0 0.0 0.0 8.12371935038e-05 0.0313605204210178 0.0 0.0 0.0146019140713296 0.0 0.0 0.0796407847598063 0.0 0.0 0.0001159974452568 0.0 0.0 0.0 0.0 0.0752839253956424 0.0302279819706582 0.0 1.990504e-09 0.0 6.7128466814e-10 50.070353 27.931973 9.358277 1024 64 12195650204.083923709
PMLB ANL BGQ Mira 65536 1024 64 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1683937432388799 0.0 0.0 0.0039634583214342 0.0168648158343255 0.0 0.0 1.870490813e-07 0.0234207877722539 0.2094930237829175 0.0 0.0 0.0 0.0031028415998898 0.0023443226405046 0.0139678564305357 0.6988691516510126 0.003134607962927 0.0099363915543692 0.0 0.0 0.0 0.0 0.0001832814217181 0.0247284809693791 0.0 0.0 0.0133687412045336 0.0 0.0 0.0221640115130374 0.0 0.0 6.9484057304e-06 0.0 0.0 0.0 0.0 0.033549852019699 0.0190726409429548 0.0 1.034709841e-07 0.0 7.0160609976e-10 47.621581 27.383848 7.170098 1024 64 12763643307.923455047
gtc_bench ANL BGQ Mira 65536 4096 16 particles per cell=100.0 1.6 gtcmpiomp-p empirical 1.6 1 0.3487451789950009 0.0 0.0 0.0260966661184555 0.0159866473892151 0.0 0.0 0.0003250706617726 0.0246066293452166 0.3860815034454084 0.0 0.0 0.0 0.0020862568631065 0.0035882367042266 0.1039809122645483 0.516628738587306 0.002562889738308 0.0101456396355714 0.0 0.0 0.0 0.0 0.0005280687895565 0.0278775925219523 0.0 0.0 0.0127862860112284 0.0 0.0 0.1446993534468212 0.0 0.0 0.000368115033928 0.0 0.0 0.0 0.0 0.097328118119225 0.0420549924399704 0.0 6.663735e-10 0.0 6.1472413826e-10 52.814549 30.855877 8.669636 4096 16 295084322723.110762395
Qbox ANL BGQ Mira 65536 1024 64 number of atoms=1024.0 1.6 qb-bgq-inst empirical 1.6 1 0.2690896084643211 0.0 0.0 0.0013331164711081 0.0369023716435608 0.0 0.0 2.04847824871e-05 0.0698264356277675 0.2926065318005562 0.0 0.0 0.0 0.0245688847078989 0.0027106247175396 0.018065469657516 0.6023112619789442 0.00349797171025 0.0054016114942624 0.0 0.0 0.0 0.0 0.0007410006527723 0.0723534497032404 0.0 0.0 0.0081557575121974 0.0 0.0 0.0839602460407582 0.0 0.0 0.0151232053698209 0.0 0.0 0.0 0.0 0.0676477996547405 0.0238987085380685 0.0 1.2051629585e-06 0.0 6.3657093151e-10 51.91406 31.702067 7.340563 1024 64 338755964694.269801657
gtc_bench ANL BGQ Mira 65536 8192 8 particles per cell=100.0 1.6 gtcmpiomp-p empirical 1.6 1 0.3767750417122639 0.0 0.0 0.0293959473715272 0.0140366489538053 0.0 0.0 0.0003656594820681 0.0217563260544632 0.4015119460379963 0.0 0.0 0.0 0.0003133225538311 0.003329611054098 0.1131358532645713 0.5109313611397827 0.0024147534151361 0.0088837308273283 0.0 0.0 0.0 0.0 0.0005971209048786 0.0261238837994735 0.0 0.0 0.0104213633681833 0.0 0.0 0.1593243597079924 0.0 0.0 0.0002189558043289 0.0 0.0 0.0 0.0 0.1070899909818962 0.0434715474089773 0.0 1.139085e-10 0.0 6.2665322835e-10 52.547603 30.507249 8.813789 8192 8 489290229633.586790729
HDC1 ANL BGQ Mira 65536 65536 1 number of iterations=50000.0, Local data size (MB)=1.0 1.6 hdc-ins empirical 1.6 1 0.29896287291952 0.0 0.0 0.0028210422135112 0.0136512745086403 0.0 0.0 0.0 0.0149411735000055 0.3059159438162548 0.0 0.0 0.0 -0.0003245526199916 0.0007761455160465 0.0197308311123102 0.6692442623087356 0.0022134086711178 0.0090162672051049 0.0 0.0 0.0 0.0 0.0001595678131858 0.0157521210941999 0.0 0.0 0.0110635638457775 0.0 0.0 0.019753772011546 0.0 0.0 0.000705396269468 0.0 0.0 0.0 0.0 0.1147330628116227 0.0231428368766607 0.0 0.0 0.0 6.2546927212e-10 58.108933 34.95078 9.534883 65536 1 2323730104396.163505651
LULESH ANL BGQ Mira 65536 4096 16 number of elements per domain=38.0 1.6 lulesh2.0-inst empirical 1.6 1 0.3176800075942652 0.0 0.0 0.0147163044593382 0.0188956013247556 0.0 0.0 0.0001456879112246 0.0264793572543975 0.3447585431309957 0.0 0.0 0.0 0.0016633089485462 0.0031161150782032 0.0752756822169798 0.5343428692436452 0.0043263118649409 0.0165754619827266 0.0 0.0 0.0 0.0 0.0007783597602775 0.0292005811702829 0.0 0.0 0.0199967496098584 0.0 0.0 0.1091364917474472 0.0 0.0 0.0007497976777492 0.0 0.0 0.0 0.0 0.0859293619238213 0.0490325466247115 0.0 0.0 0.0 6.2612042279e-10 55.776372 34.003919 8.385213 4096 16 2413371048123.130652306